Triple

T22370020
Position Surface form Disambiguated ID Type / Status
Subject USNS Capable E553014 entity
Predicate category P87 FINISHED
Object Stalwart-class ocean surveillance ships NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Stalwart-class ocean surveillance ships | Statement: [USNS Capable, category, Stalwart-class ocean surveillance ships]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stalwart-class ocean surveillance ships
Context triple: [USNS Capable, category, Stalwart-class ocean surveillance ships]
  • A. Courageous-class ships
    Courageous-class ships were a group of British Royal Navy warships originally built as large light cruisers during World War I and later converted into aircraft carriers.
  • B. Saam‑class frigate
    The Saam-class frigate was a British-built class of guided-missile frigates designed in the 1960s for Iran, notable for its advanced weaponry and service in the Imperial Iranian Navy.
  • C. Valour-class frigates
    Valour-class frigates are a class of modern multi-role warships operated by the South African Navy, designed for anti-air, anti-surface, and anti-submarine warfare.
  • D. Fearless-class patrol vessel
    The Fearless-class patrol vessel is a class of coastal patrol ships designed for maritime security, surveillance, and patrol operations, primarily operated by the Republic of Singapore Navy.
  • E. Koni-class frigate
    The Koni-class frigate is a Soviet-designed anti-submarine and patrol warship built primarily for export to allied navies during the Cold War.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stalwart-class ocean surveillance ships
Target entity description: Stalwart-class ocean surveillance ships are U.S. Navy auxiliary vessels designed primarily for anti-submarine warfare support and undersea surveillance using towed array sonar systems.
  • A. Courageous-class ships
    Courageous-class ships were a group of British Royal Navy warships originally built as large light cruisers during World War I and later converted into aircraft carriers.
  • B. Saam‑class frigate
    The Saam-class frigate was a British-built class of guided-missile frigates designed in the 1960s for Iran, notable for its advanced weaponry and service in the Imperial Iranian Navy.
  • C. Valour-class frigates
    Valour-class frigates are a class of modern multi-role warships operated by the South African Navy, designed for anti-air, anti-surface, and anti-submarine warfare.
  • D. Fearless-class patrol vessel
    The Fearless-class patrol vessel is a class of coastal patrol ships designed for maritime security, surveillance, and patrol operations, primarily operated by the Republic of Singapore Navy.
  • E. Koni-class frigate
    The Koni-class frigate is a Soviet-designed anti-submarine and patrol warship built primarily for export to allied navies during the Cold War.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69e11e4affcc8190ba7c27d29062558d completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f158032b748190ad36c7e3809304e9 completed April 29, 2026, 12:59 a.m.
Created at: April 16, 2026, 8:44 p.m.